How do I trigger the NLP analysis within Claude Code?

You can trigger the skill by asking Claude to 'analyze text', 'extract keywords', 'identify topics', or 'perform sentiment analysis' on a specific piece of content.

Does it provide confidence scores for its analysis?

Yes, for tasks like sentiment analysis, the skill returns the detected sentiment along with a confidence score to help you gauge the reliability of the result.

What types of analysis can this skill perform?

This skill performs sentiment analysis, keyword extraction, and topic modeling to provide deep insights into textual data.

Can it handle technical documentation and articles?

Yes, it is designed to process various text types, including news articles, reviews, and technical documentation, successfully identifying complex terminology.

Where can I find the source for this skill?

This skill is part of the jeremylongshore/claude-code-plugins-plus-skills repository on GitHub, which features hundreds of Claude Code enhancements.

NLP Text Analyzer

Name: NLP Text Analyzer
Author: jeremylongshore

byjeremylongshore

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883

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Data Science & ML

Analyzes text to extract sentiment, keywords, and topics using advanced natural language processing techniques.

The NLP Text Analyzer skill empowers Claude to perform sophisticated text analysis directly within your development environment. By leveraging specialized AI/ML plugins, it allows users to gain deep insights from textual data, ranging from customer reviews to news articles. This skill is particularly useful for developers and data scientists who need to automate sentiment scoring, identify main themes through topic modeling, or extract high-value keywords for SEO, categorization, and data processing workflows.

Key Features

01Automated sentiment analysis with confidence scoring

02High-precision keyword extraction for SEO and indexing

03883 GitHub stars

04Support for processing diverse text formats like reviews and articles

05Topic modeling to identify central themes in large documents

06Seamless integration with AI/ML development workflows

Use Cases

01Categorizing customer feedback batches based on sentiment and topics

02Auditing documentation to ensure consistent thematic coverage and keyword density

03Summarizing news articles by extracting key technical terms and entities

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills nlp-text-analyzer

For use in Claude.ai and ChatGPT

Download Skill